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This indicator does not assess the quality of the metadata fields available.", "keywords": [ "codemeta", "metadata", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/codemeta_completeness" }, "status": "Active", "version": "1.0.0", "author": [ { "@type": "schema:Person", "name": "Thomas Vuillaume" }, { "@type": "schema:Person", "name": "Daniel Garijo" } ], "contact": { "@type": "Person", "name": "Thomas Vuillaume" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "20-03-2025" } }, "https://w3id.org/everse/i/indicators/coupling_between_objects_ok": { "id": "https://w3id.org/everse/i/indicators/coupling_between_objects_ok", "name": "Coupling between objects follows community conventions", "description": "The coupling between objects (CBO) ratio is maintained at a reasonable level according to the community's standards or expectations", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/coupling_between_objects_ok", "@type": "SoftwareQualityIndicator", "name": "Coupling between objects follows community conventions", "abbreviation": "coupling_between_objects_ok", "identifier": { "@id": "https://w3id.org/everse/i/indicators/coupling_between_objects_ok" }, "description": "The coupling between objects (CBO) ratio is maintained at a reasonable level according to the community's standards or expectations", "status": "Active", "keywords": [ "maintainability", "coupling, software" ], "version": "1.0.0", "author": { "@type": "schema:Person", "name": "Daniel Garijo" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "identifier": "https://zenodo.org/records/10647227", "url": "https://zenodo.org/records/10647227", "name": "Task Force Sub Group 3 - Review of Software Quality Attributes and Characteristics" }, { "url": "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11216562&tag=1", "name": "Socially-Informed Jupyter Notebook Quality: A Role- and Lifecycle-Aware Metrics Framework" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "11-03-2026" } }, "https://w3id.org/everse/i/indicators/cyclomatic_complexity_ok": { "id": "https://w3id.org/everse/i/indicators/cyclomatic_complexity_ok", "name": "Cyclomatic complexity follows community conventions", "description": "Cyclomatic complexity (i.e., the number of linearly independent paths through a program’s source code) of the whole software component or modules/components/classes/functions/methods should follow the conventions established by the community responsible for maintaining the tool. 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Cyclomatic complexity is created by calculating the number of different code paths in the flow of the program. A program that has complex control flow requires more tests to achieve good code coverage and is less maintainable.", "status": "Active", "keywords": [ "maintainability", "complexity, code" ], "version": "1.0.0", "author": { "@type": "schema:Person", "name": "Daniel Garijo" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "identifier": "https://zenodo.org/records/10647227", "url": "https://zenodo.org/records/10647227", "name": "Task Force Sub Group 3 - Review of Software Quality Attributes and Characteristics" }, { "url": "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11216562&tag=1", "name": "Socially-Informed Jupyter Notebook Quality: A Role- and Lifecycle-Aware Metrics Framework" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "10-03-2026" } }, "https://w3id.org/everse/i/indicators/dependency_management": { "id": "https://w3id.org/everse/i/indicators/dependency_management", "name": "Software has dependency management solution", "description": "Reviews how external libraries and dependencies are managed to ensure compatibility and security.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/dependency_management", "@type": "SoftwareQualityIndicator", "name": "Software has dependency management solution", "abbreviation": "dependency_management", "identifier": { "@id": "https://w3id.org/everse/i/indicators/dependency_management" }, "description": "Reviews how external libraries and dependencies are managed to ensure compatibility and security.", "status": "Active", "keywords": [ "sustaninability", "dependencies" ], "version": "1.0.0", "author": { "@type": "Person", "name": "Faruk Diblen" }, "contact": { "@type": "Person", "name": "Faruk Diblen" }, "source": [ { "identifier": "https://zenodo.org/record/14852424", "url": "https://zenodo.org/records/14852424/files/Software%20Quality%20Indicators.xlsx", "name": "Software Quality Indicators from BioHackathon 2024 (Sheet: Sustanability, Row: Su7)" }, { "url": "https://fair-impact.github.io/RSMD-guidelines/8.rsmd_checklist/", "name": "RSMD checklist" } ], "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/sustainability" }, { "@id": "https://w3id.org/everse/i/dimensions/security" }, { "@id": "https://w3id.org/everse/i/dimensions/compatibility" } ], "created": "03-04-2025" } }, "https://w3id.org/everse/i/indicators/descriptive_metadata": { "id": "https://w3id.org/everse/i/indicators/descriptive_metadata", "name": "Software has descriptive metadata", "description": "This indicator aims to determine if a software component comes with descriptive metadata that provides information. This includes, but is not limited to: name, domain, programming language, date created, date of first publication, keywords, related links, etc..", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/descriptive_metadata", "@type": "SoftwareQualityIndicator", "name": "Software has descriptive metadata", "abbreviation": "descriptive_metadata", "alternateName": "FRSM-06", "description": "This indicator aims to determine if a software component comes with descriptive metadata that provides information. This includes, but is not limited to: name, domain, programming language, date created, date of first publication, keywords, related links, etc..", "keywords": [ "metadata", "software", "fair", "findability" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/descriptive_metadata" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "url": "https://zenodo.org/records/10047401", "name": "D5.2 - Metrics for automated FAIR software assessment in a disciplinary context" }, { "url": "https://fair-impact.github.io/RSMD-guidelines/4.Description_Classification/", "name": "Description & classification. RSMD-4.1" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/functional_correctness": { "id": "https://w3id.org/everse/i/indicators/functional_correctness", "name": "Has a measure of functional correctness", "description": "For analysis code specifically, is there a quantifiable measure of the functional correctness of the software output. This indicator focuses on computational/statistical correctness. For example, in an ML model software context, the indicator measures whether the repository reports metrics like Accuracy, F1-score, or ROC-AUC to prove the model performs as intended. However other performance metrics may also address the indicator. Evaluation metrics may be provided through documentation, tables or scripts available in the source code of the target tool.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/functional_correctness", "@type": "SoftwareQualityIndicator", "name": "Has a measure of functional correctness", "abbreviation": "functional_correctness", "description": "For analysis code specifically, is there a quantifiable measure of the functional correctness of the software output. This indicator focuses on computational/statistical correctness. For example, in an ML model software context, the indicator measures whether the repository reports metrics like Accuracy, F1-score, or ROC-AUC to prove the model performs as intended. However other performance metrics may also address the indicator. Evaluation metrics may be provided through documentation, tables or scripts available in the source code of the target tool.", "source": { "@id": "https://dome-ml.org/guidelines", "url": "https://dome-ml.org/guidelines#evaluation-section", "name": "DOME Recommendations for Supervised Machine Learning (Evaluation section)" }, "keywords": [ "correctness", "machine learning", "models" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/functional_correctness" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "University of Padova" }, "contactPoint": { "@type": "schema:Person", "name": "Gavin Farrell", "email": "gavinmichael.farrell@studenti.unipd.it" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/functional_suitability" }, "created": "03-12-2025" } }, "https://w3id.org/everse/i/indicators/has_ci-tests": { "id": "https://w3id.org/everse/i/indicators/has_ci-tests", "name": "Software has continuous integration tests", "description": "This indicator aims to determine if the project runs tests before pull requests are merged.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/has_ci-tests", "@type": "SoftwareQualityIndicator", "name": "Software has continuous integration tests", "abbreviation": "has_ci-tests", "description": "This indicator aims to determine if the project runs tests before pull requests are merged.", "keywords": [ "continuous", "integration", "test" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/has_ci-tests" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": { "url": "https://github.com/ossf/scorecard/blob/cd152cb6742c5b8f2f3d2b5193b41d9c50905198/docs/checks.md#ci-tests", "name": "OpenSSF Scorecard: CI-Tests" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/has_contribution_guidelines": { "id": "https://w3id.org/everse/i/indicators/has_contribution_guidelines", "name": "Software repository has contribution guidelines", "description": "The software repository provides contribution guidelines in case someone wants to contribute to the project.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/has_contribution_guidelines", "@type": "SoftwareQualityIndicator", "name": "Software repository has contribution guidelines", "abbreviation": "has_contribution_guidelines", "description": "The software repository provides contribution guidelines in case someone wants to contribute to the project.", "keywords": [ "linting", "code analysis", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/has_contribution_guidelines" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "CESSDA" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "url": "https://docs.tech.cessda.eu/software/requirements.html", "name": "Software Requirements" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/sustainability" }, "created": "17-03-2026" } }, "https://w3id.org/everse/i/indicators/has_no_linting_issues": { "id": "https://w3id.org/everse/i/indicators/has_no_linting_issues", "name": "Software has no linting issues", "description": "The project addresses or resolves warnings identified by compilers, safe modes, or linters.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/has_no_linting_issues", "@type": "SoftwareQualityIndicator", "name": "Software has no linting issues", "alternateName": "has_no_linting_issues", "abbreviation": "has_no_linting_issues", "description": "The project addresses or resolves warnings identified by compilers, safe modes, or linters.", "keywords": [ "linting", "code analysis", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/has_no_linting_issues" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "Super-Linter" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "url": "https://github.com/super-linter/super-linter", "name": "Super-Linter" }, { "url": "https://www.bestpractices.dev/en/criteria/0#0.warnings_fixed", "name": "OpenSSF best practices" } ], "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, { "@id": "https://w3id.org/everse/i/dimensions/maintainability" } ], "created": "23-06-2025" } }, "https://w3id.org/everse/i/indicators/has_published_package": { "id": "https://w3id.org/everse/i/indicators/has_published_package", "name": "Software is published as a downloadable package", "description": "This indicator aims to determine if a software project is published as a downloadable package.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/has_published_package", "@type": "SoftwareQualityIndicator", "name": "Software is published as a downloadable package", "abbreviation": "has_published_package", "description": "This indicator aims to determine if a software project is published as a downloadable package.", "keywords": [ "release", "fair", "package", "packaging" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/has_published_package" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": { "url": "https://github.com/ossf/scorecard/blob/cd152cb6742c5b8f2f3d2b5193b41d9c50905198/docs/checks.md#packaging", "name": "OpenSSF Scorecard: Packaging" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/flexibility" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/has_releases": { "id": "https://w3id.org/everse/i/indicators/has_releases", "name": "Software has releases", "description": "To enable collaborative review, the project's source repository MUST include interim versions for review between releases; it MUST NOT include only final releases. This indicator determines if a software project has releases. This can be achieved by looking for tags or using software that retrieves related data.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/has_releases", "@type": "SoftwareQualityIndicator", "name": "Software has releases", "abbreviation": "has_releases", "description": "To enable collaborative review, the project's source repository MUST include interim versions for review between releases; it MUST NOT include only final releases. This indicator determines if a software project has releases. This can be achieved by looking for tags or using software that retrieves related data.", "keywords": [ "releases", "repository", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/has_releases" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.ef9fc3", "alternateName": "FRSM-03", "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": { "url": "https://www.bestpractices.dev/en/criteria/0#0.repo_interim", "name": "OpenSSF Best Practices (change control)" }, "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, { "@id": "https://w3id.org/everse/i/dimensions/fairness" } ], "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/human_code_review_requirement": { "id": "https://w3id.org/everse/i/indicators/human_code_review_requirement", "name": "Software requires human code review.", "description": "This indicator aims to determine if a software project requires human code review before pull requests.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/human_code_review_requirement", "@type": "SoftwareQualityIndicator", "name": "Software requires human code review.", "abbreviation": "human_code_review_requirement", "description": "This indicator aims to determine if a software project requires human code review before pull requests.", "keywords": [ "human-in-the-loop", "pull request", "review" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/human_code_review_requirement" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": { "url": "https://github.com/ossf/scorecard/blob/cd152cb6742c5b8f2f3d2b5193b41d9c50905198/docs/checks.md#code-review", "name": "OpenSSF Scorecard: Code-Review" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/functional_suitability" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/internal_cohesion_ok": { "id": "https://w3id.org/everse/i/indicators/internal_cohesion_ok", "name": "Cohesion among methods/functions of a module follows community conventions", "description": "The cohesion among methods/functions of a module is maintained to a reasonable level according to community expectations and standards. Cohesion describes how related the functions within a single module are. Low cohesion implies that a given module performs tasks which are not very related to each other and hence can create problems as the module becomes large", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/internal_cohesion_ok", "@type": "SoftwareQualityIndicator", "name": "Cohesion among methods/functions of a module follows community conventions", "abbreviation": "internal_cohesion_ok", "identifier": { "@id": "https://w3id.org/everse/i/indicators/internal_cohesion_ok" }, "description": "The cohesion among methods/functions of a module is maintained to a reasonable level according to community expectations and standards. Cohesion describes how related the functions within a single module are. Low cohesion implies that a given module performs tasks which are not very related to each other and hence can create problems as the module becomes large", "status": "Active", "keywords": [ "maintainability", "cohesion", "module", "code" ], "version": "1.0.0", "author": { "@type": "schema:Person", "name": "Daniel Garijo" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "identifier": "https://zenodo.org/records/10647227", "url": "https://zenodo.org/records/10647227", "name": "Task Force Sub Group 3 - Review of Software Quality Attributes and Characteristics" }, { "url": "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11216562&tag=1", "name": "Socially-Informed Jupyter Notebook Quality: A Role- and Lifecycle-Aware Metrics Framework" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "11-03-2026" } }, "https://w3id.org/everse/i/indicators/lines_of_code_ok": { "id": "https://w3id.org/everse/i/indicators/lines_of_code_ok", "name": "Number of lines of code follows community standards or expectations", "description": "Number of lines of code for the whole software project or components/modules/classes/functions/methods should follow the conventions established by the community responsible for maintaining the source code", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/lines_of_code_ok", "@type": "SoftwareQualityIndicator", "name": "Number of lines of code follows community standards or expectations", "abbreviation": "lines_of_code_ok", "identifier": { "@id": "https://w3id.org/everse/i/indicators/lines_of_code_ok" }, "description": "Number of lines of code for the whole software project or components/modules/classes/functions/methods should follow the conventions established by the community responsible for maintaining the source code", "status": "Active", "keywords": [ "maintainability", "lines, code" ], "version": "1.0.0", "author": { "@type": "schema:Person", "name": "Daniel Garijo" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "identifier": "https://zenodo.org/records/10647227", "url": "https://zenodo.org/records/10647227", "name": "Task Force Sub Group 3 - Review of Software Quality Attributes and Characteristics" }, { "url": "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11216562&tag=1", "name": "Socially-Informed Jupyter Notebook Quality: A Role- and Lifecycle-Aware Metrics Framework" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "10-03-2026" } }, "https://w3id.org/everse/i/indicators/listed_in_registry": { "id": "https://w3id.org/everse/i/indicators/listed_in_registry", "name": "Software is listed in a registry", "description": "The target source code repository is in a disciplinary or community registry (e.g ascl.net, bio.tools, swMath, RRID portal, RSD, WikiData, DataCite, etc.) to ensure that software can be found and accessed.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/listed_in_registry", "@type": "SoftwareQualityIndicator", "name": "Software is listed in a registry", "abbreviation": "listed_in_registry", "description": "The target source code repository is in a disciplinary or community registry (e.g ascl.net, bio.tools, swMath, RRID portal, RSD, WikiData, DataCite, etc.) to ensure that software can be found and accessed.", "source": { "@id": "https://fair-impact.github.io/RSMD-guidelines/8.rsmd_checklist/", "url": "https://fair-impact.github.io/RSMD-guidelines/8.rsmd_checklist/#accessibility-and-preservation", "name": "Accessibility and preservation. RSMD 2.3" }, "keywords": [ "repository", "fair", "software heritage, zenodo" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/listed_in_registry" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "23-06-2025" } }, "https://w3id.org/everse/i/indicators/metadata_is_up_to_date": { "id": "https://w3id.org/everse/i/indicators/metadata_is_up_to_date", "name": "Software has up-to-date metadata", "description": "Metadata information reflects the current description of a software project. This indicator ensures that the current project metadata provides up to date, accurate and relevant information about a software component.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/metadata_is_up_to_date", "@type": "SoftwareQualityIndicator", "name": "Software has up-to-date metadata", "abbreviation": "metadata_is_up_to_date", "description": "Metadata information reflects the current description of a software project. This indicator ensures that the current project metadata provides up to date, accurate and relevant information about a software component.", "keywords": [ "metadata", "software", "fair", "findability", "maintainability" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/metadata_is_up_to_date" }, "status": "Active", "version": "1.0.0", "contact": [ { "@type": "schema:Person", "name": "Tom François" }, { "@type": "schema:Person", "name": "Daniel Garijo" } ], "author": [ { "@type": "schema:Person", "name": "Tom François" }, { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Thomas Vuillaume" } ], "source": [ { "url": "https://doi.org/10.5281/zenodo.10647227", "name": "EOSC-SWRelMan-11: Metadata: Supportability, Maintainability, Availability." } ], "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, { "@id": "https://w3id.org/everse/i/dimensions/maintainability" } ], "created": "24-09-2025" } }, "https://w3id.org/everse/i/indicators/no_critical_vulnerability": { "id": "https://w3id.org/everse/i/indicators/no_critical_vulnerability", "name": "No critical vulnerabilities", "description": "Checks if reported critical vulnerabilities have been fixed", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@type": "SoftwareQualityIndicator", "@id": "https://w3id.org/everse/i/indicators/no_critical_vulnerability", "name": "No critical vulnerabilities", "abbreviation": "no_critical_vulnerability", "description": "Checks if reported critical vulnerabilities have been fixed", "keywords": [ "security", "critical", "vulnerability" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/no_critical_vulnerability" }, "status": "Active", "version": "1.0.0", "author": [ { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" } ], "source": [ { "@id": "https://www.bestpractices.dev/en/criteria/0#0.vulnerabilities_critical_fixed", "name": "OpenSSF Best practice Critical Vulnerability Fixed" } ], "contact": { "@type": "schema:Person", "name": "Tom François", "schema:email": "tom.francois@lapp.in2p3.fr" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/security" }, "created": "03-04-2025" } }, "https://w3id.org/everse/i/indicators/no_leaked_credentials": { "id": "https://w3id.org/everse/i/indicators/no_leaked_credentials", "name": "No leaked credentials", "description": "Checks if hardcoded secrets like passwords, API keys, and tokens is stored in the public git repository", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@type": "SoftwareQualityIndicator", "@id": "https://w3id.org/everse/i/indicators/no_leaked_credentials", "name": "No leaked credentials", "abbreviation": "no_leaked_credentials", "description": "Checks if hardcoded secrets like passwords, API keys, and tokens is stored in the public git repository", "keywords": [ "security", "credential", "leak", "secret", "password" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/no_leaked_credentials" }, "status": "Active", "version": "1.0.0", "author": [ { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" } ], "source": [ { "@id": "https://www.bestpractices.dev/en/criteria/0#0.no_leaked_credentials", "name": "OpenSSF Best practice No Leaked Credentials" } ], "contact": { "@type": "schema:Person", "name": "Tom François", "schema:email": "tom.francois@lapp.in2p3.fr" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/security" } } }, "https://w3id.org/everse/i/indicators/persistent_and_unique_identifier": { "id": "https://w3id.org/everse/i/indicators/persistent_and_unique_identifier", "name": "Software has persistent and unique identifier", "description": "This indicator tries to determine if the software identifier is based on a suitable identifier scheme, and test it can be resolved. This is done by checking if the identifier uses an identifier scheme contained in a list of globally unique identifier schemes", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/persistent_and_unique_identifier", "@type": "SoftwareQualityIndicator", "name": "Software has persistent and unique identifier", "abbreviation": "persistent_and_unique_identifier", "alternateName": "FRSM-01", "description": "This indicator tries to determine if the software identifier is based on a suitable identifier scheme, and test it can be resolved. This is done by checking if the identifier uses an identifier scheme contained in a list of globally unique identifier schemes", "keywords": [ "identifier", "unique", "fair", "persistent", "metadata" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/persistent_and_unique_identifier" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.87c9a8", "status": "Active", "version": "1.0.0", "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "source": { "url": "https://zenodo.org/records/10047401", "name": "D5.2 - Metrics for automated FAIR software assessment in a disciplinary context" }, "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/repository_workflows": { "id": "https://w3id.org/everse/i/indicators/repository_workflows", "name": "Software has ci/cd workflows in its repository", "description": "This indicator tries aims determine if a software project makes use of workflows to automate processes like testing and deployment.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/repository_workflows", "@type": "SoftwareQualityIndicator", "name": "Software has ci/cd workflows in its repository", "abbreviation": "repository_workflows", "description": "This indicator tries aims determine if a software project makes use of workflows to automate processes like testing and deployment.", "keywords": [ "workflows", "github", "fair", "repository" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/repository_workflows" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "url": "https://github.com/ossf/scorecard/blob/cd152cb6742c5b8f2f3d2b5193b41d9c50905198/docs/checks.md#ci-tests", "name": "OpenSSF Scorecard: CI-Tests" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/maintainability" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/requirements_specified": { "id": "https://w3id.org/everse/i/indicators/requirements_specified", "name": "Software specifies requirements", "description": "This indicator tries to determine if the project specifies what is required to use the software.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/requirements_specified", "@type": "SoftwareQualityIndicator", "name": "Software specifies requirements", "abbreviation": "requirements_specified", "alternateName": "FRSM-13", "description": "This indicator tries to determine if the project specifies what is required to use the software.", "keywords": [ "documentation", "requirements", "dependencies", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/requirements_specified" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.b8eeb9", "status": "Active", "version": "1.0.0", "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "source": [ { "url": "https://zenodo.org/records/10047401", "name": "D5.2 - Metrics for automated FAIR software assessment in a disciplinary context" }, { "url": "https://fair-impact.github.io/RSMD-guidelines/7.Re-execute/", "name": "RSMD Guidelines - Re-execute: dependencies and execution environment" } ], "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, { "@id": "https://w3id.org/everse/i/dimensions/flexibility" }, { "@id": "https://w3id.org/everse/i/dimensions/maintainability" } ], "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/software_has_citation": { "id": "https://w3id.org/everse/i/indicators/software_has_citation", "name": "Software uses citation", "description": "This indicator aims to determine if the project uses a citation to reference contributors and authors (e.g., through a CFF file, in the README, etc).", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/software_has_citation", "@type": "SoftwareQualityIndicator", "name": "Software uses citation", "abbreviation": "software_has_citation", "alternateName": "FRSM-12", "description": "This indicator aims to determine if the project uses a citation to reference contributors and authors (e.g., through a CFF file, in the README, etc).", "keywords": [ "citation", "metadata", "fair", "contributors" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/software_has_citation" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.c585c5", "status": "Active", "version": "1.0.0", "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "source": [ { "url": "https://fair-impact.github.io/RSMD-guidelines/5.Credit_Attribution/", "name": "Research Software Metadata guidelines - Credit and attribution" }, { "url": "https://zenodo.org/records/10047401", "name": "D5.2 - Metrics for automated FAIR software assessment in a disciplinary context" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/software_has_documentation": { "id": "https://w3id.org/everse/i/indicators/software_has_documentation", "name": "Software has documentation", "description": "This indicator aims to determine if a software project comes with many forms of documentation like readme or readthedocs", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/software_has_documentation", "@type": "SoftwareQualityIndicator", "name": "Software has documentation", "abbreviation": "software_has_documentation", "alternateName": "FRSM-05", "description": "This indicator aims to determine if a software project comes with many forms of documentation like readme or readthedocs", "keywords": [ "documentation", "fair", "usage", "readme" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/software_has_documentation" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.452bcd", "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": { "url": "https://www.bestpractices.dev/en/criteria/0#0.documentation_basics", "name": "FLOSS Best Practices Criteria" }, "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, { "@id": "https://w3id.org/everse/i/dimensions/interaction_capability" } ], "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/software_has_license": { "id": "https://w3id.org/everse/i/indicators/software_has_license", "name": "Software has license", "description": "This check tries to determine if the project has published a license", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/software_has_license", "@type": "SoftwareQualityIndicator", "name": "Software has license", "abbreviation": "software_has_license", "description": "This check tries to determine if the project has published a license", "alternateName": "FRSM-15", "keywords": [ "license", "metadata", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/software_has_license" }, "status": "Active", "version": "1.0.0", "author": { "@type": "schema:Organization", "name": "OpenSSF", "url": "https://openssf.org/" }, "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "source": [ { "url": "https://github.com/ossf/scorecard/blob/cd152cb6742c5b8f2f3d2b5193b41d9c50905198/docs/checks.md#license", "name": "OpenSSF Scorecard: License" }, { "url": "https://fair-impact.github.io/RSMD-guidelines/6.Reuse_legal/", "name": "Reuse, licensing and legal aspects. RSMD-6.2" } ], "qualityDimension": { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/software_has_tests": { "id": "https://w3id.org/everse/i/indicators/software_has_tests", "name": "Software provides tests.", "description": "Evaluates the extent to which the software has been tested, including unit tests, integration tests, and system tests, to ensure reliability and correctness.", "dimension": null, "category": null, "rationale": null, "url": null, "related_tools": [], "metadata": { "@context": "https://w3id.org/everse/rsqi#", "@id": "https://w3id.org/everse/i/indicators/software_has_tests", "@type": "SoftwareQualityIndicator", "name": "Software provides tests.", "abbreviation": "software_has_tests", "alternateName": "FRSM-14", "description": "Evaluates the extent to which the software has been tested, including unit tests, integration tests, and system tests, to ensure reliability and correctness.", "keywords": [ "test", "functionality", "fair" ], "identifier": { "@id": "https://w3id.org/everse/i/indicators/software_has_tests" }, "sameAs": "https://doi.org/10.25504/FAIRsharing.a2dd1a", "status": "Active", "version": "1.0.0", "contact": [ { "@type": "schema:Person", "name": "Daniel Garijo" }, { "@type": "schema:Person", "name": "Andres Montero" } ], "author": { "@type": "schema:Organization", "name": "FAIR-IMPACT" }, "source": { "url": "https://zenodo.org/records/10047401", "name": "D5.2 - Metrics for automated FAIR software assessment in a disciplinary context" }, "qualityDimension": [ { "@id": "https://w3id.org/everse/i/dimensions/fairness" }, { "@id": "https://w3id.org/everse/i/dimensions/reliability" } ], "created": "23-05-2025" } }, "https://w3id.org/everse/i/indicators/software_test_coverage": { "id": "https://w3id.org/everse/i/indicators/software_test_coverage", "name": "Software has sufficient test coverage", "description": "Indicates that the test suite covers most (or 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This characteristic is composed of the following sub-characteristics:\n\n**Co-existence**\n\nDegree to which a product can perform its required functions efficiently while sharing a common environment and resources with other products, without detrimental impact on any other product.\n\n**Interoperability**\n\nDegree to which a system, product or component can exchange information with other products and mutually use the information that has been exchanged.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/compatibility", "@type": "SoftwareQualityDimension", "name": "Compatibility", "abbreviation": "compatibility", "identifier": "https://w3id.org/everse/i/dimensions/compatibility", "description": "Degree to which a product, system or component can exchange information with other products, systems or components, and/or perform its required functions while sharing the same common environment and resources. This characteristic is composed of the following sub-characteristics:\n\n**Co-existence**\n\nDegree to which a product can perform its required functions efficiently while sharing a common environment and resources with other products, without detrimental impact on any other product.\n\n**Interoperability**\n\nDegree to which a system, product or component can exchange information with other products and mutually use the information that has been exchanged.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/fairness": { "id": "https://w3id.org/everse/i/dimensions/fairness", "name": "FAIRness", "description": "FAIRness refers to the degree to which research software adheres to the FAIR principles: Findable, Accessible, Interoperable, and Reusable. These principles, adapted for research software, aim to enhance the discoverability, accessibility, interoperability, and reusability of software, thereby maximizing its value and impact in scientific research.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/fairness", "@type": "SoftwareQualityDimension", "name": "FAIRness", "abbreviation": "fairness", "identifier": "https://w3id.org/everse/i/dimensions/fairness", "description": "FAIRness refers to the degree to which research software adheres to the FAIR principles: Findable, Accessible, Interoperable, and Reusable. These principles, adapted for research software, aim to enhance the discoverability, accessibility, interoperability, and reusability of software, thereby maximizing its value and impact in scientific research.", "source": { "name": "Introducing the FAIR Principles for research software", "url": "https://www.nature.com/articles/s41597-022-01710-x" } } }, "https://w3id.org/everse/i/dimensions/flexibility": { "id": "https://w3id.org/everse/i/dimensions/flexibility", "name": "Flexibility", "description": "Degree to which a product can be adapted to changes in its requirements, contexts of use or system environment. This characteristic is composed of the following sub-characteristics:\n\n**Adaptability**\n\nDegree to which a product or system can effectively and efficiently be adapted for or transferred to different hardware, software or other operational or usage environments.\n\n**Scalability**\n\nDegree to which a product can handle growing or shrinking workloads or to adapt its capacity to handle variability.\n\n**Installability**\n\nDegree of effectiveness and efficiency with which a product or system can be successfully installed and/or uninstalled in a specified environment.\n\n**Replaceability**\n\nDegree to which a product can replace another specified software product for the same purpose in the same environment.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/flexibility", "@type": "SoftwareQualityDimension", "name": "Flexibility", "abbreviation": "flexibility", "identifier": "https://w3id.org/everse/i/dimensions/flexibility", "description": "Degree to which a product can be adapted to changes in its requirements, contexts of use or system environment. This characteristic is composed of the following sub-characteristics:\n\n**Adaptability**\n\nDegree to which a product or system can effectively and efficiently be adapted for or transferred to different hardware, software or other operational or usage environments.\n\n**Scalability**\n\nDegree to which a product can handle growing or shrinking workloads or to adapt its capacity to handle variability.\n\n**Installability**\n\nDegree of effectiveness and efficiency with which a product or system can be successfully installed and/or uninstalled in a specified environment.\n\n**Replaceability**\n\nDegree to which a product can replace another specified software product for the same purpose in the same environment.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/functional_suitability": { "id": "https://w3id.org/everse/i/dimensions/functional_suitability", "name": "Functional suitability", "description": "This characteristic represents the degree to which a product or system provides functions that meet stated and implied needs when used under specified conditions. This characteristic is composed of the following sub-characteristics:\n\n**Functional completeness**\n\nDegree to which the set of functions covers all the specified tasks and intended users' objectives.\n\n**Functional correctness**\n\nDegree to which a product or system provides accurate results when used by intended users.\n\n**Functional appropriateness**\n\nDegree to which the functions facilitate the accomplishment of specified tasks and objectives.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/functional_suitability", "@type": "SoftwareQualityDimension", "name": "Functional suitability", "abbreviation": "functional_suitability", "identifier": "https://w3id.org/everse/i/dimensions/functional_suitability", "description": "This characteristic represents the degree to which a product or system provides functions that meet stated and implied needs when used under specified conditions. This characteristic is composed of the following sub-characteristics:\n\n**Functional completeness**\n\nDegree to which the set of functions covers all the specified tasks and intended users' objectives.\n\n**Functional correctness**\n\nDegree to which a product or system provides accurate results when used by intended users.\n\n**Functional appropriateness**\n\nDegree to which the functions facilitate the accomplishment of specified tasks and objectives.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" }, "created": "03-04-2025" } }, "https://w3id.org/everse/i/dimensions/interaction_capability": { "id": "https://w3id.org/everse/i/dimensions/interaction_capability", "name": "Interaction Capability", "description": "Degree to which a product or system can be interacted with by specified users to exchange information via the user interface to complete specific tasks in a variety of contexts of use. This characteristic is composed of the following sub-characteristics:\n\n**Appropriateness recognizability**\n\nDegree to which users can recognize whether a product or system is appropriate for their needs.\n\n**Learnability**\n\nDegree to which the functions of a product or system can be learnt to be used by specified users within a specified amount of time.\n\n**Operability**\n\nDegree to which a product or system has attributes that make it easy to operate and control.\n\n**User error protection**\n\nDegree to which a system prevents users against operation errors.\n\n**User engagement**\n\nDegree to which a user interface presents functions and information in an inviting and motivating manner encouraging continued interaction.\n\n**Inclusivity**\n\nDegree to which a product or system can be used by people of various backgrounds (such as people of various ages, abilities, cultures, ethnicities, languages, genders, economic situations, etc.).\n\n**User assistance**\n\nDegree to which a product can be used by people with the widest range of characteristics and capabilities to achieve specified goals in a specified context of use.\n\n**Self-descriptiveness**\n\nDegree to which a product presents appropriate information, where needed by the user, to make its capabilities and use immediately obvious to the user without excessive interactions with a product or other resources (such as user documentation, help desks or other users).", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/interaction_capability", "@type": "SoftwareQualityDimension", "name": "Interaction Capability", "abbreviation": "interaction_capability", "identifier": "https://w3id.org/everse/i/dimensions/interaction_capability", "description": "Degree to which a product or system can be interacted with by specified users to exchange information via the user interface to complete specific tasks in a variety of contexts of use. This characteristic is composed of the following sub-characteristics:\n\n**Appropriateness recognizability**\n\nDegree to which users can recognize whether a product or system is appropriate for their needs.\n\n**Learnability**\n\nDegree to which the functions of a product or system can be learnt to be used by specified users within a specified amount of time.\n\n**Operability**\n\nDegree to which a product or system has attributes that make it easy to operate and control.\n\n**User error protection**\n\nDegree to which a system prevents users against operation errors.\n\n**User engagement**\n\nDegree to which a user interface presents functions and information in an inviting and motivating manner encouraging continued interaction.\n\n**Inclusivity**\n\nDegree to which a product or system can be used by people of various backgrounds (such as people of various ages, abilities, cultures, ethnicities, languages, genders, economic situations, etc.).\n\n**User assistance**\n\nDegree to which a product can be used by people with the widest range of characteristics and capabilities to achieve specified goals in a specified context of use.\n\n**Self-descriptiveness**\n\nDegree to which a product presents appropriate information, where needed by the user, to make its capabilities and use immediately obvious to the user without excessive interactions with a product or other resources (such as user documentation, help desks or other users).", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/maintainability": { "id": "https://w3id.org/everse/i/dimensions/maintainability", "name": "Maintainability", "description": "This characteristic represents the degree of effectiveness and efficiency with which a product or system can be modified to improve it, correct it or adapt it to changes in environment, and in requirements. This characteristic is composed of the following sub-characteristics:\n\n**Modularity**\n\nDegree to which a system or computer program is composed of discrete components such that a change to one component has minimal impact on other components.\n\n**Reusability**\n\nDegree to which a product can be used as an asset in more than one system, or in building other assets.\n\n**Analysability**\n\nDegree of effectiveness and efficiency with which it is possible to assess the impact on a product or system of an intended change to one or more of its parts, to diagnose a product for deficiencies or causes of failures, or to identify parts to be modified.\n\n**Modifiability**\n\nDegree to which a product or system can be effectively and efficiently modified without introducing defects or degrading existing product quality.\n\n**Testability**\n\nDegree of effectiveness and efficiency with which test criteria can be established for a system, product or component and tests can be performed to determine whether those criteria have been met.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/maintainability", "@type": "SoftwareQualityDimension", "name": "Maintainability", "abbreviation": "maintainability", "identifier": "https://w3id.org/everse/i/dimensions/maintainability", "description": "This characteristic represents the degree of effectiveness and efficiency with which a product or system can be modified to improve it, correct it or adapt it to changes in environment, and in requirements. This characteristic is composed of the following sub-characteristics:\n\n**Modularity**\n\nDegree to which a system or computer program is composed of discrete components such that a change to one component has minimal impact on other components.\n\n**Reusability**\n\nDegree to which a product can be used as an asset in more than one system, or in building other assets.\n\n**Analysability**\n\nDegree of effectiveness and efficiency with which it is possible to assess the impact on a product or system of an intended change to one or more of its parts, to diagnose a product for deficiencies or causes of failures, or to identify parts to be modified.\n\n**Modifiability**\n\nDegree to which a product or system can be effectively and efficiently modified without introducing defects or degrading existing product quality.\n\n**Testability**\n\nDegree of effectiveness and efficiency with which test criteria can be established for a system, product or component and tests can be performed to determine whether those criteria have been met.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/open_source_software": { "id": "https://w3id.org/everse/i/dimensions/open_source_software", "name": "Open Source Software", "description": "Open source software is software with source code that anyone can inspect, modify, and enhance. Research software can be published with or without open access to the source code. Open access to source code aligns better with academic research purposes than closed source software; open source software aligns with the FAIR4RS principles. It allows other researchers to directly verify the methods used to produce the results published in papers. It also makes reproducibility much easier. In addition to these research-driven reasons, publishing research software as open source software can help with long term maintenance in a cost-effective way, since interested developers can easily contribute new functionality or fix bugs. Moreover, by integrating with the greater open source ecosystem, researchers can leverage tools and support communities already available. As such, for most academic communities with limited resources, it is also a good choice from a software engineering perspective", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/open_source_software", "@type": "SoftwareQualityDimension", "name": "Open Source Software", "abbreviation": "open_source_software", "identifier": "https://w3id.org/everse/i/dimensions/open_source_software", "description": "Open source software is software with source code that anyone can inspect, modify, and enhance. Research software can be published with or without open access to the source code. Open access to source code aligns better with academic research purposes than closed source software; open source software aligns with the FAIR4RS principles. It allows other researchers to directly verify the methods used to produce the results published in papers. It also makes reproducibility much easier. In addition to these research-driven reasons, publishing research software as open source software can help with long term maintenance in a cost-effective way, since interested developers can easily contribute new functionality or fix bugs. Moreover, by integrating with the greater open source ecosystem, researchers can leverage tools and support communities already available. As such, for most academic communities with limited resources, it is also a good choice from a software engineering perspective", "source": [ { "identifier": "https://doi.org/10.5281/zenodo.14204478", "url": "https://doi.org/10.5281/zenodo.14204478", "name": "EVERSE Reference Framework" }, { "url": "https://opensource.com/resources/what-open-source", "name": "What is Open Source?" } ] } }, "https://w3id.org/everse/i/dimensions/performance_efficiency": { "id": "https://w3id.org/everse/i/dimensions/performance_efficiency", "name": "Performance Efficiency", "description": "This characteristic represents the degree to which a product performs its functions within specified time and throughput parameters and is efficient in the use of resources (such as CPU, memory, storage, network devices, energy, materials...) under specified conditions. This characteristic is composed of the following sub-characteristics:\n\n**Time behaviour**\n\nDegree to which the response time and throughput rates of a product or system, when performing its functions, meet requirements.\n\n**Resource utilization**\n\nDegree to which the amounts and types of resources used by a product or system, when performing its functions, meet requirements.\n\n**Capacity**\n\nDegree to which the maximum limits of a product or system parameter meet requirements.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/performance_efficiency", "@type": "SoftwareQualityDimension", "name": "Performance Efficiency", "abbreviation": "performance_efficiency", "identifier": "https://w3id.org/everse/i/dimensions/performance_efficiency", "description": "This characteristic represents the degree to which a product performs its functions within specified time and throughput parameters and is efficient in the use of resources (such as CPU, memory, storage, network devices, energy, materials...) under specified conditions. This characteristic is composed of the following sub-characteristics:\n\n**Time behaviour**\n\nDegree to which the response time and throughput rates of a product or system, when performing its functions, meet requirements.\n\n**Resource utilization**\n\nDegree to which the amounts and types of resources used by a product or system, when performing its functions, meet requirements.\n\n**Capacity**\n\nDegree to which the maximum limits of a product or system parameter meet requirements.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/reliability": { "id": "https://w3id.org/everse/i/dimensions/reliability", "name": "Reliability", "description": "Degree to which a system, product or component performs specified functions under specified conditions for a specified period of time. This characteristic is composed of the following sub-characteristics:\n\n**Faultlessness**\n\nDegree to which a system, product or component performs specified functions without fault under normal operation.\n\n**Availability**\n\nDegree to which a system, product or component is operational and accessible when required for use.\n\n**Fault tolerance**\n\nDegree to which a system, product or component operates as intended despite the presence of hardware or software faults.\n\n**Recoverability**\n\nDegree to which, in the event of an interruption or a failure, a product or system can recover the data directly affected and re-establish the desired state of the system.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/reliability", "@type": "SoftwareQualityDimension", "name": "Reliability", "abbreviation": "reliability", "identifier": "https://w3id.org/everse/i/dimensions/reliability", "description": "Degree to which a system, product or component performs specified functions under specified conditions for a specified period of time. This characteristic is composed of the following sub-characteristics:\n\n**Faultlessness**\n\nDegree to which a system, product or component performs specified functions without fault under normal operation.\n\n**Availability**\n\nDegree to which a system, product or component is operational and accessible when required for use.\n\n**Fault tolerance**\n\nDegree to which a system, product or component operates as intended despite the presence of hardware or software faults.\n\n**Recoverability**\n\nDegree to which, in the event of an interruption or a failure, a product or system can recover the data directly affected and re-establish the desired state of the system.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/safety": { "id": "https://w3id.org/everse/i/dimensions/safety", "name": "Safety", "description": "This characteristic represents the degree to which a product under defined conditions avoids a state in which human life, health, property, or the environment is endangered. This characteristic is composed of the following sub-characteristics:\n\n**Operational constraint**\n\nDegree to which a product or system constrains its operation to within safe parameters or states when encountering operational hazard.\n\n**Risk identification**\n\nDegree to which a product can identify a course of events or operations that can expose life, property or environment to unacceptable risk.\n\n**Fail safe**\n\nDegree to which a product can automatically place itself in a safe operating mode, or to revert to a safe condition in the event of a failure.\n\n**Hazard warning**\n\nDegree to which a product or system provides warnings of unacceptable risks to operations or internal controls so that they can react in sufficient time to sustain safe operations.\n\n**Safe integration**\n\nDegree to which a product can maintain safety during and after integration with one or more components.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/safety", "@type": "SoftwareQualityDimension", "name": "Safety", "abbreviation": "safety", "identifier": "https://w3id.org/everse/i/dimensions/safety", "description": "This characteristic represents the degree to which a product under defined conditions avoids a state in which human life, health, property, or the environment is endangered. This characteristic is composed of the following sub-characteristics:\n\n**Operational constraint**\n\nDegree to which a product or system constrains its operation to within safe parameters or states when encountering operational hazard.\n\n**Risk identification**\n\nDegree to which a product can identify a course of events or operations that can expose life, property or environment to unacceptable risk.\n\n**Fail safe**\n\nDegree to which a product can automatically place itself in a safe operating mode, or to revert to a safe condition in the event of a failure.\n\n**Hazard warning**\n\nDegree to which a product or system provides warnings of unacceptable risks to operations or internal controls so that they can react in sufficient time to sustain safe operations.\n\n**Safe integration**\n\nDegree to which a product can maintain safety during and after integration with one or more components.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/security": { "id": "https://w3id.org/everse/i/dimensions/security", "name": "Security", "description": "Degree to which a product or system defends against attack patterns by malicious actors and protects information and data so that persons or other products or systems have the degree of data access appropriate to their types and levels of authorization. This characteristic is composed of the following sub-characteristics:\n\n**Confidentiality**\n\nDegree to which a product or system ensures that data are accessible only to those authorized to have access.\n\n**Integrity**\n\nDegree to which a system, product or component ensures that the state of its system and data are protected from unauthorized modification or deletion either by malicious action or computer error.\n\n**Non-repudiation**\n\nDegree to which actions or events can be proven to have taken place so that the events or actions cannot be repudiated later.\n\n**Accountability**\n\nDegree to which the actions of an entity can be traced uniquely to the entity.\n\n**Authenticity**\n\nDegree to which the identity of a subject or resource can be proved to be the one claimed.\n\n**Resistance**\n\nDegree to which the product or system sustains operations while under attack from a malicious actor.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/security", "@type": "SoftwareQualityDimension", "name": "Security", "abbreviation": "security", "identifier": "https://w3id.org/everse/i/dimensions/security", "description": "Degree to which a product or system defends against attack patterns by malicious actors and protects information and data so that persons or other products or systems have the degree of data access appropriate to their types and levels of authorization. This characteristic is composed of the following sub-characteristics:\n\n**Confidentiality**\n\nDegree to which a product or system ensures that data are accessible only to those authorized to have access.\n\n**Integrity**\n\nDegree to which a system, product or component ensures that the state of its system and data are protected from unauthorized modification or deletion either by malicious action or computer error.\n\n**Non-repudiation**\n\nDegree to which actions or events can be proven to have taken place so that the events or actions cannot be repudiated later.\n\n**Accountability**\n\nDegree to which the actions of an entity can be traced uniquely to the entity.\n\n**Authenticity**\n\nDegree to which the identity of a subject or resource can be proved to be the one claimed.\n\n**Resistance**\n\nDegree to which the product or system sustains operations while under attack from a malicious actor.", "source": { "name": "ISO/IEC 25010 standard", "url": "https://iso25000.com/index.php/en/iso-25000-standards/iso-25010" } } }, "https://w3id.org/everse/i/dimensions/sustainability": { "id": "https://w3id.org/everse/i/dimensions/sustainability", "name": "Sustainability", "description": "The capacity of the software to endure. In other words, sustainability means that the software will continue to be available in the future, on new platforms, meeting new needs.", "indicators": [], "metadata": { "@context": "https://w3id.org/everse/rsqd#", "@id": "https://w3id.org/everse/i/dimensions/sustainability", "@type": "SoftwareQualityDimension", "name": "Sustainability", "abbreviation": "sustainability", "identifier": "https://w3id.org/everse/i/dimensions/sustainability", "description": "The capacity of the software to endure. In other words, sustainability means that the software will continue to be available in the future, on new platforms, meeting new needs.", "source": { "name": "Defining Software Sustainability", "url": "https://danielskatzblog.wordpress.com/2016/09/13/defining-software-sustainability/" } } } } }, "edges": [], "statistics": { "total_indicators": 34, "total_tools": 63, "total_dimensions": 12, "total_relationships": 0 }, "generated": "2026-04-01T07:19:55.679195Z" }